{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Reinforcement Learning with Doom - Basic scenario\n", "\n", "Leandro Kieliger\n", "contact@lkieliger.ch\n", "\n", "---\n", "## Description\n", "\n", "In this notebook we are going to set up our reinforcement learning environment with VizDoom and stable-baselines. This notebook has a corresponding [Medium article](https://lkieliger.medium.com/deep-reinforcement-learning-in-practice-by-playing-doom-part-1-getting-started-618c99075c77) which provides a high-level description.\n", "\n", "The first scenario that we will try to solve is called \"basic\". In this scenario, the player is located in a square room, facing an ennemy. Only three actions are available: shoot, move left or move right. At the beginning of each episode, the ennemy will be located at a random location along the opposite wall of the room. The ennemy is immobile and passive. The goal of the scenario is to shoot the ennemy as fast as possible. For every time step we receive a reward of -1, missing a shot rewards -5 and successfully shooting the ennemy provides a reward of 101. The scenario can last at most 300 steps after which it is automatically restarted. \n", "\n", "\n", "# Code\n", "## Preparations" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import cv2\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import vizdoom\n", "from stable_baselines3 import ppo\n", "from stable_baselines3.common import callbacks\n", "from stable_baselines3.common import evaluation\n", "from stable_baselines3.common import policies" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To perform the learning task, we will need two components: the agent and the environment. Thanks to stable-baselines, building an agent will be very straightforward. The environment though requires some explanation. In the medium article we explain how to build the Gym environment wrapper for a VizDoom game instance." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "from common import envs\n", "\n", "def create_env(**kwargs) -> envs.DoomEnv:\n", " # Create a VizDoom instance.\n", " game = vizdoom.DoomGame()\n", " game.load_config('scenarios/basic.cfg')\n", " game.init()\n", "\n", " # Wrap the environment with the Gym adapter.\n", " return envs.DoomEnv(game, **kwargs)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There is one additional step required to make it work with stable-baselines. The good new is that this small additional step will unlock very cools features for the learning task.\n", "\n", "What we need to set up is a vectorized environment. Stable-baselines' [doc](https://stable-baselines3.readthedocs.io/en/master/guide/vec_envs.html#vectransposeimage) has a nice explanation on what you can do with vectorized environments. Technically, we could do whithout but since we'll be exploring training on multiple environment later anyway, let's go ahead and see how to create one. In PyTorch, convolutional layers expect as inputs an image of the shape (C, H, W) that it, channels first. We could ask VizDoom to directly render the frame buffer in [channel-first](https://github.com/mwydmuch/ViZDoom/blob/master/doc/Types.md#-screenformat) mode. However, as we will see below, it is a better idea to keep the image channel last as this will allow us to make some image preprocessing using OpenCV. Thankfully, stable-baselines offers a [VecTransposeImage](https://stable-baselines3.readthedocs.io/en/master/guide/vec_envs.html#vectransposeimage) wrapper whose sole purpose is to convert from channel last to channel first and vice-versa. As you can see from the function signature, VecTransposeImage requires a VecEnv to work. So let's make one:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from stable_baselines3.common.vec_env import DummyVecEnv, VecTransposeImage\n", "\n", "def create_vec_env(**kwargs) -> VecTransposeImage:\n", " vec_env = DummyVecEnv([lambda: create_env(**kwargs)])\n", " return VecTransposeImage(vec_env)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So let's unpack what's going on here. First we have create a dummy vectorized environment. It need a list of function that when called, will generate our environment. Since there is only one element in this list we will end up with only one environment. Learning with multiple environment later will be as simple as adding more elements to that list. Then, we pass this dummy vectorized environment to the image transposition wrapper." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Although VizDoom provides many different screen resolutions. It is useful to define an additional frame processing step in which we rescale the input image by a given factor. This allows us the render the game in a nice resolution while keeping the input size to the model to an acceptable range. This can be easily done with a call to the resize function of OpenCV." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "frame_processor = lambda frame: cv2.resize(frame, None, fx=.5, fy=.5, interpolation=cv2.INTER_AREA)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Doing so allow us to take advantage of OpenCV's interpolation to have a smoother image at the same resolution. A side-by-side comparison should make the advantage of rescaling the image ourselves pretty clear. Notice how aliased the image on the left is. This effect get worse and worse as the game tries to render furhter away (smaller) objects. If we can \"see\" better in the second image, so will our model!" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from basic import utils\n", "\n", "f, ax = plt.subplots(1, 2, figsize=(12, 5))\n", "\n", "# Compare 160 by 120 resolution vs. 320 by 240 resolution, scaled by half using OpenCV.\n", "ax[0].imshow(utils.get_sample_frame(vizdoom.ScreenResolution.RES_160X120))\n", "ax[1].imshow(frame_processor(utils.get_sample_frame(vizdoom.ScreenResolution.RES_320X240)))\n", "\n", "plt.tight_layout()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating the agent and the environment\n", "\n", "We will create two environment, one for training and one for evaluatinng our agent. We will pass to both those environment a couple of parameters that are described below." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "env_args = {\n", " # Number of steps for which the last action is repeated.\n", " 'frame_skip': 4,\n", " # Scaling the input image allows us to see the game in good resolution while \n", " 'frame_processor': frame_processor\n", "}\n", "\n", "# Create training and evaluation environments.\n", "training_env, eval_env = create_vec_env(**env_args), create_vec_env(**env_args)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As mentioned before, with stable baselines creating the agent is really straightforward. We can leave most of the parameters to their default values. By calling the PPO constructor we will get an agent with an actor-critic policy with the following structure in five parts:\n", "\n", "```\n", " features extractor\n", " |\n", " mlp extractor\n", " |\n", " features\n", " / \\\n", " / \\\n", " action net value net\n", "```\n", "If you want to know more about actor-critic methods, Rudy Gilman has an [awesome article](https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752) vulgarizing the subject by means of a comic.\n", "\n", "By default, the feature extractor is the [NatureCNN](https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf), the mlp extractor is empty and the action and value net are two sequential models mapping the features to the action and value output respectively." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "ActorCriticCnnPolicy(\n", " (features_extractor): NatureCNN(\n", " (cnn): Sequential(\n", " (0): Conv2d(3, 32, kernel_size=(8, 8), stride=(4, 4))\n", " (1): ReLU()\n", " (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2))\n", " (3): ReLU()\n", " (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1))\n", " (5): ReLU()\n", " (6): Flatten(start_dim=1, end_dim=-1)\n", " )\n", " (linear): Sequential(\n", " (0): Linear(in_features=11264, out_features=512, bias=True)\n", " (1): ReLU()\n", " )\n", " )\n", " (mlp_extractor): MlpExtractor(\n", " (shared_net): Sequential()\n", " (policy_net): Sequential()\n", " (value_net): Sequential()\n", " )\n", " (action_net): Linear(in_features=512, out_features=3, bias=True)\n", " (value_net): Linear(in_features=512, out_features=1, bias=True)\n", ")" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def create_agent(env, **kwargs):\n", " return ppo.PPO(policy=policies.ActorCriticCnnPolicy,\n", " env=env,\n", " n_steps=4096,\n", " batch_size=32,\n", " learning_rate=1e-4,\n", " tensorboard_log='logs/tensorboard',\n", " verbose=0,\n", " seed=0,\n", " **kwargs)\n", "\n", "agent = create_agent(training_env)\n", "agent.policy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And with that we have everything we need to start the learning task! Within a couple of iterations you should see some progress in the behavior of the agent. Our model stabilizes at a total reward of around 85 which. The maximum score being 100, it means the model takes on average less than four steps to succeed (remember, we are repeated each action four actions due to the `frame_skip` parameter), that's awesome. Give yourself a tap on the back!" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eval num_timesteps=5000, episode_reward=13.60 +/- 156.96\n", "Episode length: 17.20 +/- 28.95\n", "New best mean reward!\n", "Eval num_timesteps=10000, episode_reward=36.40 +/- 149.41\n", "Episode length: 10.90 +/- 21.52\n", "New best mean reward!\n", "Eval num_timesteps=15000, episode_reward=87.40 +/- 11.66\n", "Episode length: 3.90 +/- 2.91\n", "New best mean reward!\n", "Eval num_timesteps=20000, episode_reward=83.50 +/- 10.80\n", "Episode length: 4.70 +/- 2.49\n", "Eval num_timesteps=25000, episode_reward=91.40 +/- 7.68\n", "Episode length: 2.90 +/- 1.92\n", "New best mean reward!\n", "Eval num_timesteps=30000, episode_reward=87.40 +/- 10.35\n", "Episode length: 3.90 +/- 2.59\n", "Eval num_timesteps=35000, episode_reward=88.60 +/- 7.20\n", "Episode length: 3.60 +/- 1.80\n", "Eval num_timesteps=40000, episode_reward=79.40 +/- 9.02\n", "Episode length: 5.90 +/- 2.26\n" ] } ], "source": [ "# Define an evaluation callback that will save the model when a new reward record is reached.\n", "evaluation_callback = callbacks.EvalCallback(eval_env,\n", " n_eval_episodes=10,\n", " eval_freq=5000,\n", " log_path='logs/evaluations/basic',\n", " best_model_save_path='logs/models/basic')\n", "\n", "# Play!\n", "agent.learn(total_timesteps=40000, tb_log_name='ppo_basic', callback=evaluation_callback)\n", "\n", "training_env.close()\n", "eval_env.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Saving the trained agent as a gif\n", "\n", "Now that we have an agent able to align and shoot enemies, let's make a little souvenir and save it's performance in the form of an animated gif." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "import imageio\n", "\n", "def make_gif(agent, file_path):\n", " env = create_vec_env(frame_skip=1, frame_processor=frame_processor)\n", " env.venv.envs[0].game.set_seed(0)\n", " \n", " images = []\n", "\n", " for i in range(20):\n", " obs = env.reset()\n", "\n", " done = False\n", " while not done:\n", " action, _ = agent.predict(obs)\n", " obs, reward, done, _ = env.step(action)\n", " images.append(env.venv.envs[0].game.get_state().screen_buffer)\n", "\n", " imageio.mimsave(file_path, images, fps=35)\n", "\n", " env.close()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Uncomment this if you want to pick the best model from a previous training session\n", "# agent = ppo.PPO.load('logs/models/basic/best_model.zip')\n", "make_gif(agent, 'figures/basic_agent.gif')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You might notice that the agent has the tendency to shoot too early in the gif. This is because to create a smooth-looking gif we had to create an environment where the frame skip is set to 1. We can fix this very easily by taking our trained agent and learning a few more steps but this time with the final environment." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "env = create_vec_env(frame_skip=1, frame_processor=frame_processor)\n", "\n", "agent.set_env(env)\n", "agent.learn(total_timesteps=20000)\n", "\n", "env.close()\n", "make_gif(agent, 'figures/basic_agent_adjusted.gif')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![Comparison frame skip](figures/basic_agent_adjusted.gif)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Part 2 - Improvements\n", "\n", "## Comparing the effects of the frame skip parameter" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Reinforcement learning models are notoriously hard to train. Often, a lot of care must be put into finding the correct hyperparameters for the model: learning rate, clip range, epochs per update etc. I found the frame skip setting to be one of the most influencial parameters on the learning performance. My intuitive explanation is that a larger frame skip allow the model to explore more rapidly the environment and thus encounter positive situation more often. Indeed if you try setting it to one for example, you will find that for many episodes where the monster is spawned near the border walls, the agent makes random action that tend to stay within the center of the room. This behaviour means that he is much less likely to shoot the ennemy by luck and there much less likely to receive positive rewards.\n", "\n", "I conducted a series of experiments with varying frame skip sizes, running 6 consecutive learning and averaged the results. Each error bar denotes the error mean: $ \\frac{\\sigma}{\\sqrt{n}}$.\n", "\n", "![Comparison frame skip](figures/basic_comparison_frame_skip.png)\n", "\n", "The second most influencial parameter on the learning performance is the learning rate. In most of the VizDoom examples, I found the maximum possible learning rate to be between 1e-3 and 1-4. Empirically, a learning rate that is too high seems to quickly push the agent in a state where it always outputs the same actions whereas a learning rate that is too low makes the learning procedure needlessly long." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simplifying the model" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You might have realized that using 160 by 120 pixels input image for this scenario is completely unnecessary. The roof and the floors do not add any meaningful information to our model, only the middle of the frame posesses information. Cutting the meaningless parts means that our model will need significantly less trainable parameters. At the moment, the number of parameters is: " ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def count_trainable_parameters(model):\n", " print('Number of trainable parameters: {:,}'.format(\n", " sum(p.numel() for p in model.policy.parameters() if p.requires_grad)))" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of trainable parameters: 5,845,668\n" ] } ], "source": [ "count_trainable_parameters(agent)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we modify our environment and use instead a cropped version of the input frame, we can reduce the number of parameters by 2.6M." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of trainable parameters: 3,224,228\n" ] } ], "source": [ "frame_processor = lambda frame: cv2.resize(frame[40:-41, :], None, fx=0.5, fy=0.5, interpolation=cv2.INTER_AREA)\n", "env = create_vec_env(frame_processor=frame_processor); agent = create_agent(env); env.close()\n", "count_trainable_parameters(agent)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In addition, the PPO class from stable-baselines allows us to directly modify the architecture of the model using keyword arguments. In particular, the default number of features produced at the end of the convolutional layers is 512. This is also unnecessarily large." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of trainable parameters: 863,012\n" ] } ], "source": [ "agent = create_agent(env, policy_kwargs={'features_extractor_kwargs': {'features_dim': 128}})\n", "count_trainable_parameters(agent)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And just like that, we decreased the size of trainable parameters by a factor 7. Let see how this new model compares to the old. Training this simplified model produces results on par with the more complex one while being faster to train." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Eval num_timesteps=5000, episode_reward=-263.90 +/- 111.67\n", "Episode length: 68.30 +/- 20.10\n", "New best mean reward!\n", "Eval num_timesteps=10000, episode_reward=-106.10 +/- 194.05\n", "Episode length: 39.40 +/- 35.65\n", "New best mean reward!\n", "Eval num_timesteps=15000, episode_reward=88.60 +/- 9.16\n", "Episode length: 3.60 +/- 2.29\n", "New best mean reward!\n", "Eval num_timesteps=20000, episode_reward=76.60 +/- 23.57\n", "Episode length: 5.40 +/- 4.27\n", "Eval num_timesteps=25000, episode_reward=83.80 +/- 11.29\n", "Episode length: 4.80 +/- 2.82\n", "Eval num_timesteps=30000, episode_reward=88.60 +/- 9.83\n", "Episode length: 3.60 +/- 2.46\n", "Eval num_timesteps=35000, episode_reward=89.10 +/- 9.02\n", "Episode length: 3.30 +/- 2.05\n", "New best mean reward!\n", "Eval num_timesteps=40000, episode_reward=83.40 +/- 10.35\n", "Episode length: 4.90 +/- 2.59\n" ] } ], "source": [ "env_args = {'frame_skip': 4, 'frame_processor': frame_processor}\n", "\n", "training_env, eval_env = create_vec_env(**env_args), create_vec_env(**env_args)\n", "agent.set_env(training_env)\n", "\n", "evaluation_callback = callbacks.EvalCallback(eval_env,\n", " n_eval_episodes=10,\n", " eval_freq=5000,\n", " log_path='logs/evaluations/basic',\n", " best_model_save_path='logs/models/basic')\n", "\n", "agent.learn(total_timesteps=40000, tb_log_name='ppo_basic_simplified', callback=evaluation_callback)\n", "\n", "training_env.close()\n", "eval_env.close()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Conclusion\n", "\n", "In this notebook we've seen how to setup and adapt VizDoom to use it as reinforcement learning environment with the powerful stable-baselines library. In the next chapter we will explore a more complex scenario and dwelve into the model in more details. Stay tuned!" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 4 }